Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9218203 0.9579342 0.9904184 0.9159244
bt 0.7561260 0.9616622 0.8032021 0.4727947
maxnet 0.6709452 0.9543820 0.7739848 0.4344927
gam 0.7619603 NA NA NA
glm 0.6896149 NA NA NA

Variable Importance